He stared at the photo of the house on Evergreen Drive, a feeling of desolation creeping over him. The image was too perfect, too polished, to resemble the house he knew. He felt a profound sense of distance, a quiet ache that resonated in his chest.

He thought of the holidays, the laughter, the warmth. Now, just strangers would enjoy those spaces. He felt a crushing weight, a feeling of being utterly alone.

He made some coffee and sat by the window in his apartment, watching the city below. The cars drove by, going somewhere, while he remained rooted in place.

Emotion: lonely

Cluster: Sadness / Despair
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -1.29

Role in Research

This story is one of 1,000 stories generated for the emotion lonely. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 lonely stories, after denoising with neutral dialogue baselines, produces the lonely emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the lonely vector is projected through the unembedding matrix.

Promoted:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241